Artyom Y. Sorokin

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 7

Top Topics

Language Understanding

Operating Environment

Reinforcement Learning

Stochastic Approximation

Top Venues

Publications

Petr Anokhin, Nikita Semenov, Artyom Y. Sorokin, Dmitry Evseev, Mikhail Burtsev, Evgeny Burnaev
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents. CoRR (2024)
Yuri Kuratov, Aydar Bulatov, Petr Anokhin, Ivan Rodkin, Dmitry Sorokin, Artyom Y. Sorokin, Mikhail Burtsev
BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack. CoRR (2024)
Yuri Kuratov, Aydar Bulatov, Petr Anokhin, Dmitry Sorokin, Artyom Y. Sorokin, Mikhail Burtsev
In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Miss. CoRR (2024)
Artyom Y. Sorokin, Nazar Buzun, Leonid Pugachev, Mikhail S. Burtsev
Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes. NeurIPS (2022)
Artyom Y. Sorokin, Nazar Buzun, Leonid Pugachev, Mikhail S. Burtsev
Explain My Surprise: Learning Efficient Long-Term Memory by Predicting Uncertain Outcomes. CoRR (2022)
Artyom Y. Sorokin, Mikhail S. Burtsev
Continual and Multi-task Reinforcement Learning With Shared Episodic Memory. CoRR (2019)
Artyom Y. Sorokin, Mikhail S. Burtsev
Functional Systems Network Outperforms Q-learning in Stochastic Environment. BICA (2016)